Tygart Media

Publishing at machine speed breaks facts quietly: a single AI editing pass invents plausible, confident, wrong "fixes" — and no human can hand-check thousands of live pages. Tygart-OS runs its real production fleet (six sites, 4,415 live pages) on Meta's Muse models with a separation-of-duties design: a Trio — Scout (low effort) flags, Fixer (medium) drafts, Adjudicator (max) strikes anything it cannot ground verbatim in the source, so the proposer never approves its own work — plus the Hopper, one dumb intake box with per-destination translator routers that confirm every routing by read-back. On the hackathon's credits it produced 2,769 monetization candidates, 2,062 adjudicated fixes, 36 staged work orders, and a mined corpus of 174 session recordings — $102.50 counted of the $153.31 envelope, every run receipted. Capstone field test: the router pattern ran live against a TEST copy of TruNorth Ops, third-party restoration software with no API — three verification runs, a nine-input storm drill with both designed traps caught, three estimator ROMs, and a three-day job whose checked sheets stop at the human signature gate.